Department/Unit: Computer Science
PhD Institution: University of Camerino
PhD dissertation title: Simplicial Complexes and Graph Rewriting for Modelling RNA Folding
Current research interests and projects: Machine Learning, Image/Signal Processing, eHealth, Bioinformatics, Complex System Modeling
Selected publication 1: Mekonnen, Zeleke Abebaw, Fedlu Nurhussien Hussien, Binyam Tilahun, Kassahun Alemu Gelaye, and Adane Mamuye. Development of Automated Text−message Reminder System to Improve Uptake of Child Vaccination in Ethiopia. Online Journal of Public Health Informatics 11(2), 2019.
Selected publication 2: Adane L. Mamuye, Matteo Rucco, Luca Tesei, Emanuela Merelli. Persistent Homology Analysis of RNA. Journal of Mol. Based Math. Bio., 4:14-25, 2016.
Selected publication 3: Melaku Alelign, Abuhay Tesfamariam M and Mamuye Adane. Identifying Risk Factors and Predicting Food Security Status using Supervised Machine Learning Techniques. IEEE, 2021 International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 18-23, 2021
Selected publication 4: Tizita Dereje, Abuhay Tesfamariam M and Mamuye Adane. Investigate Risk Factors and Predict Neonatal and Infant Mortality Based on Maternal Determinants using Homogenous Ensemble Methods. IEEE, 2021 International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 12-17, 2021
Selected publication 5: Abuhay, Tesfamariam M and Mamuye, Adane and Robinson, Stewart and Kovalchuk, Sergey V. “Why Machine Learning Integrated Patient Flow Simulation?”arXiv preprint arXiv:2104.08203, 2021.
Selected publication 6: Negashe, Girma, and Adane Mamuye. Modified Segmentation Algorithm for Recognition of Older Geez Scripts Written on Vellum. arXiv preprint arXiv:2006.00465 (2020).
Selected publication 7: Shiferaw, Gebremichael, Adane Mamuye, and Marco Piangerelli. Stationary Wavelet Transform for Automatic Epileptic Seizure Detection. In International Conference on Information and Communication Technology for Development for Africa, pp. 38-45. Springer, Cham, 2019
Selected publication 8: A. L. Mamuye, E. Merelli, L. Tesei. A Graph Grammar for Modeling RNA Folding. Electr. Notes Theor. Comput. Sci. 2nd Graphs as Models workshop (GaM 2016) EPTCS 231, 2016, pp. 31–41.
Selected publication 9: Adane Mamuye, Emanuela Merelli, Luca Tesei. Towards a Shape Language for Interpreting RNA Folding. BICT’15 Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS), pp. 185–188, 2015
Selected publication 10: Alehegn K., Adane M., Biniyam T. Web Usage Characterization for System Performance Improvement. 1st EAI International Conference on ICT for Development for Africa, Springer, 2017.
Capstone assignment title: Why PhD Students Failed to Graduate on Time at Institute of Public Health, University of Gondar?
Capstone assignment abstract: Universities are contributing to a knowledge-driven economy by establishing a vibrant democracy, innovative economy and other societal benefits in health, nutrition, governance and environmental protection. Similarly universities in Ethiopia considered knowledge production and technology transfer as key inputs for poverty reduction. Though the need for doctoral graduates increases in Ethiopia, the on time graduation of doctoral students is becoming an obstacle to achieve the envisioned knowledge-driven economy. As a result, in this capstone assignment, I tried to investigate why PhD students fail to graduate on time at the Institute of Public Health, University of Gondar-Ethiopia.
